Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 190 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.3 KiB |
| Average record size in memory | 152.7 B |
Variable types
| Numeric | 18 |
|---|---|
| Categorical | 1 |
Dacoity is highly correlated with Robbery and 15 other fields | High correlation |
Robbery is highly correlated with Dacoity and 15 other fields | High correlation |
Murder is highly correlated with Dacoity and 15 other fields | High correlation |
Speedy Trial is highly correlated with Dacoity and 15 other fields | High correlation |
Riot is highly correlated with Dacoity and 15 other fields | High correlation |
Woman & Child Repression is highly correlated with Dacoity and 15 other fields | High correlation |
Kidnapping is highly correlated with Dacoity and 15 other fields | High correlation |
Police Assault is highly correlated with Dacoity and 15 other fields | High correlation |
Burglary is highly correlated with Dacoity and 15 other fields | High correlation |
Theft is highly correlated with Dacoity and 15 other fields | High correlation |
Other Cases is highly correlated with Dacoity and 15 other fields | High correlation |
Arms Act - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Explosive - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Narcotics - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Smuggling - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Total - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Total Cases is highly correlated with Dacoity and 15 other fields | High correlation |
Dacoity is highly correlated with Robbery and 15 other fields | High correlation |
Robbery is highly correlated with Dacoity and 15 other fields | High correlation |
Murder is highly correlated with Dacoity and 15 other fields | High correlation |
Speedy Trial is highly correlated with Dacoity and 15 other fields | High correlation |
Riot is highly correlated with Dacoity and 15 other fields | High correlation |
Woman & Child Repression is highly correlated with Dacoity and 15 other fields | High correlation |
Kidnapping is highly correlated with Dacoity and 15 other fields | High correlation |
Police Assault is highly correlated with Dacoity and 15 other fields | High correlation |
Burglary is highly correlated with Dacoity and 15 other fields | High correlation |
Theft is highly correlated with Dacoity and 15 other fields | High correlation |
Other Cases is highly correlated with Dacoity and 15 other fields | High correlation |
Arms Act - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Explosive - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Narcotics - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Smuggling - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Total - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Total Cases is highly correlated with Dacoity and 15 other fields | High correlation |
Dacoity is highly correlated with Robbery and 15 other fields | High correlation |
Robbery is highly correlated with Dacoity and 15 other fields | High correlation |
Murder is highly correlated with Dacoity and 14 other fields | High correlation |
Speedy Trial is highly correlated with Dacoity and 15 other fields | High correlation |
Riot is highly correlated with Dacoity and 6 other fields | High correlation |
Woman & Child Repression is highly correlated with Dacoity and 14 other fields | High correlation |
Kidnapping is highly correlated with Dacoity and 15 other fields | High correlation |
Police Assault is highly correlated with Dacoity and 15 other fields | High correlation |
Burglary is highly correlated with Dacoity and 15 other fields | High correlation |
Theft is highly correlated with Dacoity and 15 other fields | High correlation |
Other Cases is highly correlated with Dacoity and 14 other fields | High correlation |
Arms Act - RC is highly correlated with Dacoity and 14 other fields | High correlation |
Explosive - RC is highly correlated with Dacoity and 14 other fields | High correlation |
Narcotics - RC is highly correlated with Dacoity and 14 other fields | High correlation |
Smuggling - RC is highly correlated with Dacoity and 14 other fields | High correlation |
Total - RC is highly correlated with Dacoity and 14 other fields | High correlation |
Total Cases is highly correlated with Dacoity and 14 other fields | High correlation |
Unit Name is highly correlated with Dacoity and 14 other fields | High correlation |
Dacoity is highly correlated with Unit Name and 16 other fields | High correlation |
Robbery is highly correlated with Unit Name and 16 other fields | High correlation |
Murder is highly correlated with Unit Name and 16 other fields | High correlation |
Speedy Trial is highly correlated with Unit Name and 16 other fields | High correlation |
Riot is highly correlated with Dacoity and 15 other fields | High correlation |
Woman & Child Repression is highly correlated with Unit Name and 16 other fields | High correlation |
Kidnapping is highly correlated with Unit Name and 16 other fields | High correlation |
Police Assault is highly correlated with Unit Name and 16 other fields | High correlation |
Burglary is highly correlated with Unit Name and 16 other fields | High correlation |
Theft is highly correlated with Unit Name and 16 other fields | High correlation |
Other Cases is highly correlated with Unit Name and 16 other fields | High correlation |
Arms Act - RC is highly correlated with Unit Name and 16 other fields | High correlation |
Explosive - RC is highly correlated with Dacoity and 15 other fields | High correlation |
Narcotics - RC is highly correlated with Unit Name and 16 other fields | High correlation |
Smuggling - RC is highly correlated with Unit Name and 16 other fields | High correlation |
Total - RC is highly correlated with Unit Name and 16 other fields | High correlation |
Total Cases is highly correlated with Unit Name and 16 other fields | High correlation |
Unit Name is uniformly distributed | Uniform |
Dacoity has 47 (24.7%) zeros | Zeros |
Robbery has 37 (19.5%) zeros | Zeros |
Murder has 35 (18.4%) zeros | Zeros |
Speedy Trial has 39 (20.5%) zeros | Zeros |
Riot has 102 (53.7%) zeros | Zeros |
Woman & Child Repression has 35 (18.4%) zeros | Zeros |
Kidnapping has 42 (22.1%) zeros | Zeros |
Police Assault has 41 (21.6%) zeros | Zeros |
Burglary has 39 (20.5%) zeros | Zeros |
Theft has 34 (17.9%) zeros | Zeros |
Other Cases has 34 (17.9%) zeros | Zeros |
Arms Act - RC has 37 (19.5%) zeros | Zeros |
Explosive - RC has 60 (31.6%) zeros | Zeros |
Narcotics - RC has 34 (17.9%) zeros | Zeros |
Smuggling - RC has 39 (20.5%) zeros | Zeros |
Total - RC has 34 (17.9%) zeros | Zeros |
Total Cases has 34 (17.9%) zeros | Zeros |
Reproduction
| Analysis started | 2022-01-09 23:48:18.286119 |
|---|---|
| Analysis finished | 2022-01-09 23:49:15.516810 |
| Duration | 57.23 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
Year
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2014.5 |
| Minimum | 2010 |
|---|---|
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 2010 |
|---|---|
| 5-th percentile | 2010 |
| Q1 | 2012 |
| median | 2014.5 |
| Q3 | 2017 |
| 95-th percentile | 2019 |
| Maximum | 2019 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.879869927 |
|---|---|
| Coefficient of variation (CV) | 0.001429570577 |
| Kurtosis | -1.224824419 |
| Mean | 2014.5 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0 |
| Sum | 382755 |
| Variance | 8.293650794 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2010 | 19 | |
| 2011 | 19 | |
| 2012 | 19 | |
| 2013 | 19 | |
| 2014 | 19 | |
| 2015 | 19 | |
| 2016 | 19 | |
| 2017 | 19 | |
| 2018 | 19 | |
| 2019 | 19 |
| Value | Count | Frequency (%) |
| 2010 | 19 | |
| 2011 | 19 | |
| 2012 | 19 | |
| 2013 | 19 | |
| 2014 | 19 | |
| 2015 | 19 | |
| 2016 | 19 | |
| 2017 | 19 | |
| 2018 | 19 | |
| 2019 | 19 |
| Value | Count | Frequency (%) |
| 2019 | 19 | |
| 2018 | 19 | |
| 2017 | 19 | |
| 2016 | 19 | |
| 2015 | 19 | |
| 2014 | 19 | |
| 2013 | 19 | |
| 2012 | 19 | |
| 2011 | 19 | |
| 2010 | 19 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 10.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
| DMP | 10 |
|---|---|
| Khulna Range | 10 |
| ATU | 10 |
| RPMP | 10 |
| GMP | 10 |
| Other values (14) |
Length
| Max length | 16 |
|---|---|
| Median length | 5 |
| Mean length | 8.052631579 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DMP |
|---|---|
| 2nd row | CMP |
| 3rd row | KMP |
| 4th row | RMP |
| 5th row | BMP |
Common Values
| Value | Count | Frequency (%) |
| DMP | 10 | 5.3% |
| Khulna Range | 10 | 5.3% |
| ATU | 10 | 5.3% |
| RPMP | 10 | 5.3% |
| GMP | 10 | 5.3% |
| Railway Range | 10 | 5.3% |
| Rangpur Range | 10 | 5.3% |
| Rajshahi Range | 10 | 5.3% |
| Barisal Range | 10 | 5.3% |
| Sylhet Range | 10 | 5.3% |
| Other values (9) | 90 |
Length
| Value | Count | Frequency (%) |
| range | 90 | |
| dmp | 10 | 3.6% |
| cmp | 10 | 3.6% |
| kmp | 10 | 3.6% |
| rmp | 10 | 3.6% |
| bmp | 10 | 3.6% |
| smp | 10 | 3.6% |
| dhaka | 10 | 3.6% |
| mymensingh | 10 | 3.6% |
| chittagong | 10 | 3.6% |
| Other values (10) | 100 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 76 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.4 |
| Minimum | 0 |
|---|---|
| Maximum | 656 |
| Zeros | 47 |
| Zeros (%) | 24.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 42.5 |
| 95-th percentile | 175 |
| Maximum | 656 |
| Range | 656 |
| Interquartile range (IQR) | 41.5 |
Descriptive statistics
| Standard deviation | 116.1028462 |
|---|---|
| Coefficient of variation (CV) | 2.350260045 |
| Kurtosis | 16.50214315 |
| Mean | 49.4 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 3.981813951 |
| Sum | 9386 |
| Variance | 13479.8709 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 2 | 11 | 5.8% |
| 1 | 9 | 4.7% |
| 3 | 7 | 3.7% |
| 4 | 6 | 3.2% |
| 5 | 6 | 3.2% |
| 47 | 5 | 2.6% |
| 6 | 5 | 2.6% |
| 8 | 5 | 2.6% |
| 20 | 5 | 2.6% |
| Other values (66) | 84 |
| Value | Count | Frequency (%) |
| 0 | 47 | |
| 1 | 9 | 4.7% |
| 2 | 11 | 5.8% |
| 3 | 7 | 3.7% |
| 4 | 6 | 3.2% |
| 5 | 6 | 3.2% |
| 6 | 5 | 2.6% |
| 7 | 3 | 1.6% |
| 8 | 5 | 2.6% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 656 | 1 | |
| 651 | 1 | |
| 650 | 1 | |
| 613 | 1 | |
| 593 | 1 | |
| 492 | 1 | |
| 408 | 1 | |
| 336 | 1 | |
| 262 | 1 | |
| 184 | 1 |
| Distinct | 95 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.42105263 |
| Minimum | 0 |
|---|---|
| Maximum | 1155 |
| Zeros | 37 |
| Zeros (%) | 19.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 24 |
| Q3 | 70.25 |
| 95-th percentile | 280.95 |
| Maximum | 1155 |
| Range | 1155 |
| Interquartile range (IQR) | 66.25 |
Descriptive statistics
| Standard deviation | 196.803938 |
|---|---|
| Coefficient of variation (CV) | 2.277268467 |
| Kurtosis | 16.35737471 |
| Mean | 86.42105263 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 4.009692003 |
| Sum | 16420 |
| Variance | 38731.79003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | 19.5% |
| 8 | 6 | 3.2% |
| 11 | 6 | 3.2% |
| 29 | 5 | 2.6% |
| 18 | 4 | 2.1% |
| 4 | 4 | 2.1% |
| 1 | 4 | 2.1% |
| 10 | 4 | 2.1% |
| 66 | 3 | 1.6% |
| 9 | 3 | 1.6% |
| Other values (85) | 114 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 4 | 2.1% |
| 2 | 2 | 1.1% |
| 3 | 3 | 1.6% |
| 4 | 4 | 2.1% |
| 5 | 2 | 1.1% |
| 6 | 1 | 0.5% |
| 7 | 2 | 1.1% |
| 8 | 6 | 3.2% |
| 9 | 3 | 1.6% |
| Value | Count | Frequency (%) |
| 1155 | 1 | |
| 1069 | 1 | |
| 1059 | 1 | |
| 1021 | 1 | |
| 964 | 1 | |
| 933 | 1 | |
| 722 | 1 | |
| 657 | 1 | |
| 562 | 1 | |
| 294 | 1 |
| Distinct | 119 |
|---|---|
| Distinct (%) | 62.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 382.4526316 |
| Minimum | 0 |
|---|---|
| Maximum | 4514 |
| Zeros | 35 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15.25 |
| median | 41 |
| Q3 | 343.25 |
| 95-th percentile | 1353.6 |
| Maximum | 4514 |
| Range | 4514 |
| Interquartile range (IQR) | 328 |
Descriptive statistics
| Standard deviation | 860.004193 |
|---|---|
| Coefficient of variation (CV) | 2.248655447 |
| Kurtosis | 13.02556851 |
| Mean | 382.4526316 |
| Median Absolute Deviation (MAD) | 41 |
| Skewness | 3.648940838 |
| Sum | 72666 |
| Variance | 739607.212 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35 | 18.4% |
| 33 | 5 | 2.6% |
| 37 | 5 | 2.6% |
| 15 | 4 | 2.1% |
| 19 | 4 | 2.1% |
| 20 | 4 | 2.1% |
| 29 | 3 | 1.6% |
| 16 | 3 | 1.6% |
| 23 | 3 | 1.6% |
| 22 | 3 | 1.6% |
| Other values (109) | 121 |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1 | 2 | 1.1% |
| 2 | 1 | 0.5% |
| 3 | 2 | 1.1% |
| 4 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| 8 | 1 | 0.5% |
| 9 | 1 | 0.5% |
| 15 | 4 | 2.1% |
| 16 | 3 | 1.6% |
| Value | Count | Frequency (%) |
| 4514 | 1 | |
| 4393 | 1 | |
| 4114 | 1 | |
| 4037 | 1 | |
| 3988 | 1 | |
| 3966 | 1 | |
| 3830 | 1 | |
| 3591 | 1 | |
| 3549 | 1 | |
| 1395 | 1 |
Speedy Trial
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 103 |
|---|---|
| Distinct (%) | 54.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 143.8315789 |
| Minimum | 0 |
|---|---|
| Maximum | 1907 |
| Zeros | 39 |
| Zeros (%) | 20.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 28.5 |
| Q3 | 123.25 |
| 95-th percentile | 522.5 |
| Maximum | 1907 |
| Range | 1907 |
| Interquartile range (IQR) | 121.25 |
Descriptive statistics
| Standard deviation | 335.2353087 |
|---|---|
| Coefficient of variation (CV) | 2.330749 |
| Kurtosis | 16.42396921 |
| Mean | 143.8315789 |
| Median Absolute Deviation (MAD) | 28.5 |
| Skewness | 3.984212631 |
| Sum | 27328 |
| Variance | 112382.7122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39 | 20.5% |
| 3 | 7 | 3.7% |
| 19 | 6 | 3.2% |
| 2 | 5 | 2.6% |
| 1 | 5 | 2.6% |
| 5 | 4 | 2.1% |
| 4 | 4 | 2.1% |
| 52 | 3 | 1.6% |
| 115 | 2 | 1.1% |
| 105 | 2 | 1.1% |
| Other values (93) | 113 |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 5 | 2.6% |
| 2 | 5 | 2.6% |
| 3 | 7 | 3.7% |
| 4 | 4 | 2.1% |
| 5 | 4 | 2.1% |
| 6 | 2 | 1.1% |
| 7 | 1 | 0.5% |
| 8 | 2 | 1.1% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 1907 | 1 | |
| 1896 | 1 | |
| 1863 | 1 | |
| 1716 | 1 | |
| 1666 | 1 | |
| 1549 | 1 | |
| 1052 | 1 | |
| 1045 | 1 | |
| 922 | 1 | |
| 563 | 1 |
| Distinct | 37 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.210526316 |
| Minimum | 0 |
|---|---|
| Maximum | 172 |
| Zeros | 102 |
| Zeros (%) | 53.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 7 |
| 95-th percentile | 30.65 |
| Maximum | 172 |
| Range | 172 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 21.68821626 |
|---|---|
| Coefficient of variation (CV) | 2.641513519 |
| Kurtosis | 26.21544752 |
| Mean | 8.210526316 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.740402406 |
| Sum | 1560 |
| Variance | 470.3787246 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 102 | |
| 1 | 17 | 8.9% |
| 3 | 8 | 4.2% |
| 17 | 6 | 3.2% |
| 7 | 6 | 3.2% |
| 15 | 5 | 2.6% |
| 2 | 5 | 2.6% |
| 11 | 3 | 1.6% |
| 9 | 3 | 1.6% |
| 5 | 3 | 1.6% |
| Other values (27) | 32 | 16.8% |
| Value | Count | Frequency (%) |
| 0 | 102 | |
| 1 | 17 | 8.9% |
| 2 | 5 | 2.6% |
| 3 | 8 | 4.2% |
| 4 | 2 | 1.1% |
| 5 | 3 | 1.6% |
| 6 | 2 | 1.1% |
| 7 | 6 | 3.2% |
| 8 | 1 | 0.5% |
| 9 | 3 | 1.6% |
| Value | Count | Frequency (%) |
| 172 | 1 | |
| 130 | 1 | |
| 109 | 1 | |
| 94 | 1 | |
| 93 | 1 | |
| 79 | 1 | |
| 56 | 1 | |
| 53 | 1 | |
| 37 | 1 | |
| 32 | 1 |
Woman & Child Repression
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 142 |
|---|---|
| Distinct (%) | 74.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1843.168421 |
| Minimum | 0 |
|---|---|
| Maximum | 21389 |
| Zeros | 35 |
| Zeros (%) | 18.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 16 |
| median | 211 |
| Q3 | 1863.25 |
| 95-th percentile | 5082.15 |
| Maximum | 21389 |
| Range | 21389 |
| Interquartile range (IQR) | 1847.25 |
Descriptive statistics
| Standard deviation | 4136.958354 |
|---|---|
| Coefficient of variation (CV) | 2.244482006 |
| Kurtosis | 13.75360953 |
| Mean | 1843.168421 |
| Median Absolute Deviation (MAD) | 211 |
| Skewness | 3.735964866 |
| Sum | 350202 |
| Variance | 17114424.43 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 35 | 18.4% |
| 5 | 2 | 1.1% |
| 147 | 2 | 1.1% |
| 22 | 2 | 1.1% |
| 158 | 2 | 1.1% |
| 1538 | 2 | 1.1% |
| 120 | 2 | 1.1% |
| 8 | 2 | 1.1% |
| 4 | 2 | 1.1% |
| 848 | 2 | 1.1% |
| Other values (132) | 137 |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 1 | 1 | 0.5% |
| 3 | 1 | 0.5% |
| 4 | 2 | 1.1% |
| 5 | 2 | 1.1% |
| 6 | 1 | 0.5% |
| 8 | 2 | 1.1% |
| 11 | 1 | 0.5% |
| 12 | 1 | 0.5% |
| 14 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 21389 | 1 | |
| 21291 | 1 | |
| 21210 | 1 | |
| 20947 | 1 | |
| 19601 | 1 | |
| 18446 | 1 | |
| 17752 | 1 | |
| 17073 | 1 | |
| 16253 | 1 | |
| 5115 | 1 |
Kidnapping
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 84 |
|---|---|
| Distinct (%) | 44.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.09473684 |
| Minimum | 0 |
|---|---|
| Maximum | 920 |
| Zeros | 42 |
| Zeros (%) | 22.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1.25 |
| median | 16 |
| Q3 | 64.5 |
| 95-th percentile | 203.55 |
| Maximum | 920 |
| Range | 920 |
| Interquartile range (IQR) | 63.25 |
Descriptive statistics
| Standard deviation | 162.5360895 |
|---|---|
| Coefficient of variation (CV) | 2.286190184 |
| Kurtosis | 16.08359822 |
| Mean | 71.09473684 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 3.975249738 |
| Sum | 13508 |
| Variance | 26417.9804 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 42 | 22.1% |
| 1 | 6 | 3.2% |
| 11 | 5 | 2.6% |
| 6 | 5 | 2.6% |
| 3 | 5 | 2.6% |
| 8 | 5 | 2.6% |
| 2 | 5 | 2.6% |
| 16 | 5 | 2.6% |
| 4 | 4 | 2.1% |
| 27 | 3 | 1.6% |
| Other values (74) | 105 |
| Value | Count | Frequency (%) |
| 0 | 42 | |
| 1 | 6 | 3.2% |
| 2 | 5 | 2.6% |
| 3 | 5 | 2.6% |
| 4 | 4 | 2.1% |
| 5 | 3 | 1.6% |
| 6 | 5 | 2.6% |
| 7 | 3 | 1.6% |
| 8 | 5 | 2.6% |
| 9 | 3 | 1.6% |
| Value | Count | Frequency (%) |
| 920 | 1 | |
| 879 | 1 | |
| 870 | 1 | |
| 850 | 1 | |
| 805 | 1 | |
| 792 | 1 | |
| 639 | 1 | |
| 509 | 1 | |
| 444 | 1 | |
| 204 | 1 |
Police Assault
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 81 |
|---|---|
| Distinct (%) | 42.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.78947368 |
| Minimum | 0 |
|---|---|
| Maximum | 1257 |
| Zeros | 41 |
| Zeros (%) | 21.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 16 |
| Q3 | 46 |
| 95-th percentile | 291 |
| Maximum | 1257 |
| Range | 1257 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 155.8036272 |
|---|---|
| Coefficient of variation (CV) | 2.368215134 |
| Kurtosis | 23.97803298 |
| Mean | 65.78947368 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | 4.487585559 |
| Sum | 12500 |
| Variance | 24274.77026 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 41 | 21.6% |
| 13 | 5 | 2.6% |
| 1 | 5 | 2.6% |
| 12 | 5 | 2.6% |
| 8 | 5 | 2.6% |
| 2 | 5 | 2.6% |
| 3 | 5 | 2.6% |
| 16 | 4 | 2.1% |
| 20 | 4 | 2.1% |
| 99 | 4 | 2.1% |
| Other values (71) | 107 |
| Value | Count | Frequency (%) |
| 0 | 41 | |
| 1 | 5 | 2.6% |
| 2 | 5 | 2.6% |
| 3 | 5 | 2.6% |
| 4 | 4 | 2.1% |
| 5 | 3 | 1.6% |
| 6 | 4 | 2.1% |
| 8 | 5 | 2.6% |
| 9 | 2 | 1.1% |
| 10 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 1257 | 1 | |
| 811 | 1 | |
| 702 | 1 | |
| 659 | 1 | |
| 634 | 1 | |
| 581 | 1 | |
| 543 | 1 | |
| 521 | 1 | |
| 473 | 1 | |
| 336 | 1 |
| Distinct | 116 |
|---|---|
| Distinct (%) | 61.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 251.7368421 |
| Minimum | 0 |
|---|---|
| Maximum | 3134 |
| Zeros | 39 |
| Zeros (%) | 20.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.25 |
| median | 56 |
| Q3 | 189 |
| 95-th percentile | 669.8 |
| Maximum | 3134 |
| Range | 3134 |
| Interquartile range (IQR) | 185.75 |
Descriptive statistics
| Standard deviation | 568.0452644 |
|---|---|
| Coefficient of variation (CV) | 2.256504291 |
| Kurtosis | 14.53991224 |
| Mean | 251.7368421 |
| Median Absolute Deviation (MAD) | 56 |
| Skewness | 3.808888076 |
| Sum | 47830 |
| Variance | 322675.4224 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39 | 20.5% |
| 2 | 5 | 2.6% |
| 32 | 3 | 1.6% |
| 1 | 3 | 1.6% |
| 44 | 3 | 1.6% |
| 40 | 3 | 1.6% |
| 7 | 3 | 1.6% |
| 33 | 3 | 1.6% |
| 25 | 3 | 1.6% |
| 74 | 3 | 1.6% |
| Other values (106) | 122 |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 3 | 1.6% |
| 2 | 5 | 2.6% |
| 3 | 1 | 0.5% |
| 4 | 2 | 1.1% |
| 5 | 2 | 1.1% |
| 6 | 2 | 1.1% |
| 7 | 3 | 1.6% |
| 8 | 1 | 0.5% |
| 16 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 3134 | 1 | |
| 3101 | 1 | |
| 2927 | 1 | |
| 2809 | 1 | |
| 2762 | 1 | |
| 2495 | 1 | |
| 2213 | 1 | |
| 2163 | 1 | |
| 2137 | 1 | |
| 686 | 1 |
| Distinct | 140 |
|---|---|
| Distinct (%) | 73.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 698.5368421 |
| Minimum | 0 |
|---|---|
| Maximum | 8873 |
| Zeros | 34 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 36.5 |
| median | 139 |
| Q3 | 521.25 |
| 95-th percentile | 2220.2 |
| Maximum | 8873 |
| Range | 8873 |
| Interquartile range (IQR) | 484.75 |
Descriptive statistics
| Standard deviation | 1584.56322 |
|---|---|
| Coefficient of variation (CV) | 2.268403218 |
| Kurtosis | 14.87911297 |
| Mean | 698.5368421 |
| Median Absolute Deviation (MAD) | 139 |
| Skewness | 3.840639794 |
| Sum | 132722 |
| Variance | 2510840.599 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | 17.9% |
| 50 | 3 | 1.6% |
| 6 | 3 | 1.6% |
| 101 | 3 | 1.6% |
| 477 | 2 | 1.1% |
| 89 | 2 | 1.1% |
| 136 | 2 | 1.1% |
| 46 | 2 | 1.1% |
| 513 | 2 | 1.1% |
| 78 | 2 | 1.1% |
| Other values (130) | 135 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 2 | 1 | 0.5% |
| 4 | 1 | 0.5% |
| 5 | 1 | 0.5% |
| 6 | 3 | 1.6% |
| 8 | 1 | 0.5% |
| 15 | 1 | 0.5% |
| 17 | 1 | 0.5% |
| 23 | 1 | 0.5% |
| 24 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 8873 | 1 | |
| 8598 | 1 | |
| 8529 | 1 | |
| 7882 | 1 | |
| 7660 | 1 | |
| 6821 | 1 | |
| 6110 | 1 | |
| 5833 | 1 | |
| 5561 | 1 | |
| 2240 | 1 |
Other Cases
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 156 |
|---|---|
| Distinct (%) | 82.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8080.094737 |
| Minimum | 0 |
|---|---|
| Maximum | 96112 |
| Zeros | 34 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 149 |
| median | 861.5 |
| Q3 | 8272.75 |
| 95-th percentile | 22216.6 |
| Maximum | 96112 |
| Range | 96112 |
| Interquartile range (IQR) | 8123.75 |
Descriptive statistics
| Standard deviation | 18080.14797 |
|---|---|
| Coefficient of variation (CV) | 2.237615839 |
| Kurtosis | 13.95087721 |
| Mean | 8080.094737 |
| Median Absolute Deviation (MAD) | 861.5 |
| Skewness | 3.765501324 |
| Sum | 1535218 |
| Variance | 326891750.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | 17.9% |
| 728 | 2 | 1.1% |
| 7228 | 1 | 0.5% |
| 388 | 1 | 0.5% |
| 8523 | 1 | 0.5% |
| 131 | 1 | 0.5% |
| 77747 | 1 | 0.5% |
| 5315 | 1 | 0.5% |
| 1547 | 1 | 0.5% |
| 443 | 1 | 0.5% |
| Other values (146) | 146 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 9 | 1 | 0.5% |
| 16 | 1 | 0.5% |
| 33 | 1 | 0.5% |
| 49 | 1 | 0.5% |
| 52 | 1 | 0.5% |
| 55 | 1 | 0.5% |
| 65 | 1 | 0.5% |
| 90 | 1 | 0.5% |
| 100 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 96112 | 1 | |
| 93930 | 1 | |
| 90400 | 1 | |
| 88355 | 1 | |
| 87139 | 1 | |
| 84117 | 1 | |
| 77747 | 1 | |
| 74645 | 1 | |
| 69736 | 1 | |
| 22429 | 1 |
Arms Act - RC
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 104 |
|---|---|
| Distinct (%) | 54.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180.6526316 |
| Minimum | 0 |
|---|---|
| Maximum | 2515 |
| Zeros | 37 |
| Zeros (%) | 19.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 25.5 |
| Q3 | 206.25 |
| 95-th percentile | 659.1 |
| Maximum | 2515 |
| Range | 2515 |
| Interquartile range (IQR) | 203.25 |
Descriptive statistics
| Standard deviation | 415.6922006 |
|---|---|
| Coefficient of variation (CV) | 2.301058097 |
| Kurtosis | 15.73876612 |
| Mean | 180.6526316 |
| Median Absolute Deviation (MAD) | 25.5 |
| Skewness | 3.88312043 |
| Sum | 34324 |
| Variance | 172800.0057 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | 19.5% |
| 3 | 6 | 3.2% |
| 17 | 5 | 2.6% |
| 16 | 5 | 2.6% |
| 5 | 4 | 2.1% |
| 11 | 4 | 2.1% |
| 18 | 4 | 2.1% |
| 1 | 4 | 2.1% |
| 13 | 3 | 1.6% |
| 19 | 3 | 1.6% |
| Other values (94) | 115 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 1 | 4 | 2.1% |
| 2 | 3 | 1.6% |
| 3 | 6 | 3.2% |
| 4 | 2 | 1.1% |
| 5 | 4 | 2.1% |
| 6 | 1 | 0.5% |
| 8 | 2 | 1.1% |
| 10 | 1 | 0.5% |
| 11 | 4 | 2.1% |
| Value | Count | Frequency (%) |
| 2515 | 1 | |
| 2291 | 1 | |
| 2208 | 1 | |
| 2079 | 1 | |
| 2023 | 1 | |
| 1575 | 1 | |
| 1517 | 1 | |
| 1511 | 1 | |
| 1269 | 1 | |
| 723 | 1 |
Explosive - RC
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 71 |
|---|---|
| Distinct (%) | 37.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 54.63157895 |
| Minimum | 0 |
|---|---|
| Maximum | 1310 |
| Zeros | 60 |
| Zeros (%) | 31.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5.5 |
| Q3 | 39.25 |
| 95-th percentile | 232.3 |
| Maximum | 1310 |
| Range | 1310 |
| Interquartile range (IQR) | 39.25 |
Descriptive statistics
| Standard deviation | 149.4862137 |
|---|---|
| Coefficient of variation (CV) | 2.736260174 |
| Kurtosis | 36.61876281 |
| Mean | 54.63157895 |
| Median Absolute Deviation (MAD) | 5.5 |
| Skewness | 5.500918595 |
| Sum | 10380 |
| Variance | 22346.1281 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 3 | 9 | 4.7% |
| 1 | 9 | 4.7% |
| 2 | 7 | 3.7% |
| 4 | 7 | 3.7% |
| 10 | 4 | 2.1% |
| 8 | 4 | 2.1% |
| 15 | 4 | 2.1% |
| 11 | 4 | 2.1% |
| 7 | 3 | 1.6% |
| Other values (61) | 79 |
| Value | Count | Frequency (%) |
| 0 | 60 | |
| 1 | 9 | 4.7% |
| 2 | 7 | 3.7% |
| 3 | 9 | 4.7% |
| 4 | 7 | 3.7% |
| 5 | 3 | 1.6% |
| 6 | 3 | 1.6% |
| 7 | 3 | 1.6% |
| 8 | 4 | 2.1% |
| 9 | 2 | 1.1% |
| Value | Count | Frequency (%) |
| 1310 | 1 | |
| 1007 | 1 | |
| 725 | 1 | |
| 520 | 1 | |
| 487 | 1 | |
| 387 | 1 | |
| 362 | 1 | |
| 354 | 1 | |
| 289 | 1 | |
| 253 | 1 |
Narcotics - RC
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 155 |
|---|---|
| Distinct (%) | 81.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5338.031579 |
| Minimum | 0 |
|---|---|
| Maximum | 112549 |
| Zeros | 34 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 188 |
| median | 970 |
| Q3 | 4450.5 |
| 95-th percentile | 21315.8 |
| Maximum | 112549 |
| Range | 112549 |
| Interquartile range (IQR) | 4262.5 |
Descriptive statistics
| Standard deviation | 13451.2835 |
|---|---|
| Coefficient of variation (CV) | 2.519895826 |
| Kurtosis | 34.91635257 |
| Mean | 5338.031579 |
| Median Absolute Deviation (MAD) | 970 |
| Skewness | 5.399773913 |
| Sum | 1014226 |
| Variance | 180937027.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | 17.9% |
| 395 | 2 | 1.1% |
| 264 | 2 | 1.1% |
| 10535 | 1 | 0.5% |
| 2021 | 1 | 0.5% |
| 4425 | 1 | 0.5% |
| 518 | 1 | 0.5% |
| 62208 | 1 | 0.5% |
| 13638 | 1 | 0.5% |
| 4260 | 1 | 0.5% |
| Other values (145) | 145 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 44 | 1 | 0.5% |
| 55 | 1 | 0.5% |
| 68 | 1 | 0.5% |
| 91 | 1 | 0.5% |
| 130 | 1 | 0.5% |
| 139 | 1 | 0.5% |
| 144 | 1 | 0.5% |
| 154 | 1 | 0.5% |
| 155 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 112549 | 1 | |
| 98984 | 1 | |
| 62208 | 1 | |
| 47666 | 1 | |
| 42501 | 1 | |
| 37264 | 1 | |
| 35832 | 1 | |
| 31696 | 1 | |
| 29344 | 1 | |
| 22682 | 1 |
Smuggling - RC
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 121 |
|---|---|
| Distinct (%) | 63.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 560 |
| Minimum | 0 |
|---|---|
| Maximum | 6788 |
| Zeros | 39 |
| Zeros (%) | 20.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3.25 |
| median | 84.5 |
| Q3 | 245.25 |
| 95-th percentile | 2404.15 |
| Maximum | 6788 |
| Range | 6788 |
| Interquartile range (IQR) | 242 |
Descriptive statistics
| Standard deviation | 1310.060591 |
|---|---|
| Coefficient of variation (CV) | 2.339393912 |
| Kurtosis | 11.95054994 |
| Mean | 560 |
| Median Absolute Deviation (MAD) | 84.5 |
| Skewness | 3.452754174 |
| Sum | 106400 |
| Variance | 1716258.751 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39 | 20.5% |
| 2 | 5 | 2.6% |
| 4 | 4 | 2.1% |
| 9 | 3 | 1.6% |
| 1 | 3 | 1.6% |
| 31 | 2 | 1.1% |
| 134 | 2 | 1.1% |
| 19 | 2 | 1.1% |
| 115 | 2 | 1.1% |
| 531 | 2 | 1.1% |
| Other values (111) | 126 |
| Value | Count | Frequency (%) |
| 0 | 39 | |
| 1 | 3 | 1.6% |
| 2 | 5 | 2.6% |
| 3 | 1 | 0.5% |
| 4 | 4 | 2.1% |
| 5 | 2 | 1.1% |
| 6 | 1 | 0.5% |
| 7 | 1 | 0.5% |
| 8 | 2 | 1.1% |
| 9 | 3 | 1.6% |
| Value | Count | Frequency (%) |
| 6788 | 1 | |
| 6578 | 1 | |
| 6437 | 1 | |
| 6363 | 1 | |
| 6179 | 1 | |
| 5714 | 1 | |
| 5599 | 1 | |
| 4680 | 1 | |
| 4501 | 1 | |
| 2509 | 1 |
Total - RC
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 154 |
|---|---|
| Distinct (%) | 81.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6133.315789 |
| Minimum | 0 |
|---|---|
| Maximum | 120875 |
| Zeros | 34 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 279.5 |
| median | 1099.5 |
| Q3 | 5589.25 |
| 95-th percentile | 21835.9 |
| Maximum | 120875 |
| Range | 120875 |
| Interquartile range (IQR) | 5309.75 |
Descriptive statistics
| Standard deviation | 14974.72684 |
|---|---|
| Coefficient of variation (CV) | 2.441538534 |
| Kurtosis | 30.81056578 |
| Mean | 6133.315789 |
| Median Absolute Deviation (MAD) | 1099.5 |
| Skewness | 5.097729698 |
| Sum | 1165330 |
| Variance | 224242444 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | 17.9% |
| 289 | 2 | 1.1% |
| 488 | 2 | 1.1% |
| 572 | 2 | 1.1% |
| 11279 | 1 | 0.5% |
| 1767 | 1 | 0.5% |
| 11685 | 1 | 0.5% |
| 5758 | 1 | 0.5% |
| 634 | 1 | 0.5% |
| 69666 | 1 | 0.5% |
| Other values (144) | 144 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 46 | 1 | 0.5% |
| 67 | 1 | 0.5% |
| 68 | 1 | 0.5% |
| 92 | 1 | 0.5% |
| 135 | 1 | 0.5% |
| 164 | 1 | 0.5% |
| 188 | 1 | 0.5% |
| 189 | 1 | 0.5% |
| 202 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 120875 | 1 | |
| 107153 | 1 | |
| 69666 | 1 | |
| 56649 | 1 | |
| 51832 | 1 | |
| 45642 | 1 | |
| 44793 | 1 | |
| 38886 | 1 | |
| 37535 | 1 | |
| 23194 | 1 |
Total Cases
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 157 |
|---|---|
| Distinct (%) | 82.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17814.05263 |
| Minimum | 0 |
|---|---|
| Maximum | 221419 |
| Zeros | 34 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 831.75 |
| median | 2814.5 |
| Q3 | 19893.5 |
| 95-th percentile | 44318.2 |
| Maximum | 221419 |
| Range | 221419 |
| Interquartile range (IQR) | 19061.75 |
Descriptive statistics
| Standard deviation | 39531.00148 |
|---|---|
| Coefficient of variation (CV) | 2.219090866 |
| Kurtosis | 14.30990129 |
| Mean | 17814.05263 |
| Median Absolute Deviation (MAD) | 2814.5 |
| Skewness | 3.812193411 |
| Sum | 3384670 |
| Variance | 1562700078 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 34 | 17.9% |
| 23519 | 1 | 0.5% |
| 3017 | 1 | 0.5% |
| 23169 | 1 | 0.5% |
| 17323 | 1 | 0.5% |
| 1015 | 1 | 0.5% |
| 181168 | 1 | 0.5% |
| 23630 | 1 | 0.5% |
| 7044 | 1 | 0.5% |
| 2612 | 1 | 0.5% |
| Other values (147) | 147 |
| Value | Count | Frequency (%) |
| 0 | 34 | |
| 84 | 1 | 0.5% |
| 121 | 1 | 0.5% |
| 143 | 1 | 0.5% |
| 166 | 1 | 0.5% |
| 244 | 1 | 0.5% |
| 317 | 1 | 0.5% |
| 352 | 1 | 0.5% |
| 401 | 1 | 0.5% |
| 639 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 221419 | 1 | |
| 213529 | 1 | |
| 183729 | 1 | |
| 183407 | 1 | |
| 181168 | 1 | |
| 179835 | 1 | |
| 179199 | 1 | |
| 169667 | 1 | |
| 162898 | 1 | |
| 44536 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Year | Unit Name | Dacoity | Robbery | Murder | Speedy Trial | Riot | Woman & Child Repression | Kidnapping | Police Assault | Burglary | Theft | Other Cases | Arms Act - RC | Explosive - RC | Narcotics - RC | Smuggling - RC | Total - RC | Total Cases | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2010 | DMP | 47 | 220 | 245 | 363 | 3 | 1370 | 139 | 155 | 555 | 1915 | 7228 | 518 | 82 | 10535 | 144 | 11279 | 23519 |
| 1 | 2010 | CMP | 16 | 108 | 94 | 31 | 7 | 455 | 37 | 31 | 123 | 314 | 1831 | 51 | 0 | 866 | 99 | 1016 | 4063 |
| 2 | 2010 | KMP | 3 | 9 | 29 | 25 | 0 | 153 | 11 | 4 | 65 | 91 | 551 | 19 | 2 | 792 | 13 | 826 | 1767 |
| 3 | 2010 | RMP | 4 | 20 | 21 | 9 | 15 | 157 | 9 | 12 | 53 | 106 | 578 | 3 | 4 | 332 | 248 | 587 | 1571 |
| 4 | 2010 | BMP | 8 | 12 | 19 | 21 | 0 | 112 | 6 | 8 | 24 | 83 | 557 | 17 | 0 | 155 | 117 | 289 | 1139 |
| 5 | 2010 | SMP | 12 | 33 | 33 | 34 | 1 | 104 | 14 | 12 | 33 | 154 | 866 | 14 | 0 | 154 | 20 | 188 | 1484 |
| 6 | 2010 | Dhaka Range | 162 | 199 | 1153 | 362 | 7 | 4272 | 171 | 71 | 643 | 1477 | 19966 | 309 | 30 | 4459 | 993 | 5791 | 34274 |
| 7 | 2010 | Mymensingh Range | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 8 | 2010 | Chittagong Range | 153 | 122 | 639 | 245 | 32 | 2915 | 111 | 87 | 429 | 998 | 12985 | 235 | 20 | 4730 | 612 | 5597 | 24313 |
| 9 | 2010 | Sylhet Range | 85 | 43 | 245 | 75 | 17 | 848 | 41 | 19 | 186 | 524 | 5266 | 30 | 4 | 905 | 172 | 1111 | 8460 |
Last rows
| Year | Unit Name | Dacoity | Robbery | Murder | Speedy Trial | Riot | Woman & Child Repression | Kidnapping | Police Assault | Burglary | Theft | Other Cases | Arms Act - RC | Explosive - RC | Narcotics - RC | Smuggling - RC | Total - RC | Total Cases | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 180 | 2019 | Sylhet Range | 4 | 5 | 20 | 4 | 0 | 67 | 1 | 8 | 7 | 33 | 412 | 1 | 3 | 139 | 21 | 164 | 725 |
| 181 | 2019 | Khulna Range | 4 | 4 | 37 | 0 | 0 | 99 | 2 | 2 | 7 | 36 | 544 | 13 | 3 | 814 | 20 | 850 | 1585 |
| 182 | 2019 | Barisal Range | 2 | 3 | 16 | 2 | 0 | 86 | 3 | 2 | 16 | 23 | 378 | 1 | 0 | 363 | 0 | 364 | 895 |
| 183 | 2019 | Rajshahi Range | 5 | 8 | 29 | 6 | 0 | 99 | 8 | 2 | 5 | 40 | 469 | 25 | 15 | 1166 | 134 | 1340 | 2011 |
| 184 | 2019 | Rangpur Range | 1 | 2 | 33 | 0 | 0 | 116 | 0 | 0 | 8 | 38 | 625 | 4 | 0 | 551 | 94 | 649 | 1472 |
| 185 | 2019 | Railway Range | 0 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 55 | 12 | 67 | 84 |
| 186 | 2019 | GMP | 2 | 3 | 3 | 1 | 0 | 22 | 1 | 2 | 2 | 8 | 65 | 3 | 0 | 130 | 2 | 135 | 244 |
| 187 | 2019 | RPMP | 0 | 0 | 1 | 0 | 0 | 12 | 1 | 0 | 0 | 6 | 33 | 0 | 0 | 68 | 0 | 68 | 121 |
| 188 | 2019 | ATU | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| 189 | 2019 | Total | 32 | 68 | 351 | 48 | 1 | 1139 | 46 | 69 | 174 | 494 | 5428 | 174 | 30 | 9069 | 361 | 9634 | 17484 |